Agentic AI Reference Architecture

Model Serving · Model asset

High-Accuracy Vision-Language Model

Model assetModel ServingModelsarc:HighAccuracyVisionLanguageModel

The largest vision-language model tier, maximizing accuracy on visual question answering, OCR and chart interpretation at the highest compute cost.

Responsibility. Answers demanding visual questions with maximum accuracy.

Also known as: Neva-34B

Variant of Vision-Language Model abstract

When to choose. Choose for demanding applications requiring the highest visual reasoning accuracy.

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Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Quantitative guidance

As stated by the sources; verify before use.

Classification

Technologies
NVIDIA Neva-34B
Quality attributes
Functional suitability: correctness and validity (ISO/IEC 25010 | NIST AI RMF: valid)

Sources

  1. Ch7.5: T. Nguyen, "NeMo Curator, Riva Speech AI & Multimodal Integration," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 7.5. ISBN: 9798244538229.